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Papers Benchmarks Datasets Tasks

Relational Prediction research benchmarks · SOTA2 Research

Relational Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Average All 19 Datasets

72.45Average ROC-AUC

15

Mar 5, 2026

74.55ROC-AUC

15

Mar 5, 2026

RDBLearn (v1.1)

1MRR (salt-item Plant)

5

Jul 8, 2026

RelBench rel-trial v1 (val)

71.5AUC (st-outc)

5

Jun 4, 2026

RelBench rel-stack v1 (val)

89.6u-engage AUC

5

Jun 4, 2026

RelBench rel-hm v1 (val)

70.3AUC (Churn)

5

Jun 4, 2026

RelBench rel-f1 evaluation v1 (val)

76.9AUC (dnf)

5

Jun 4, 2026

Popular datasets

RELBENCH Average SALT Amazon Churn

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